Profile My skills Saved Collections Edit profile Submit a skill

Aads Router Ood Guardrails

Handle router, ROI, policy-taxonomy, and OOD updates in AADS-ULoRA while preserving stage-order behavior and Phase 5 latency guardrails. Use for changes under src/router, src/ood, policy regression scripts, or phase5 performance guardrail scripts and config.

majiayu000 a930c9f 2 files · 2.3 KB Updated 567 repo stars
Coding & Dev Tools

File contents

AADS Router and OOD Guardrails

Workflow

  1. Scope behavior impact.
  • Classify change as routing logic, taxonomy/policy behavior, OOD behavior, or performance.
  • Load references/router-guardrails.md.
  1. Preserve invariants.
  • Preserve stage ordering unless explicitly requested.
  • Preserve focus-mode fallback semantics.
  • Preserve taxonomy normalization semantics.
  1. Implement with minimal churn.
  • Touch only required router/OOD files.
  1. Run required validation.
  • Router unit tests, OOD tests, and policy regression bundle.
  • Add profile sanity checks for policy profile changes.
  1. Run performance gates when runtime path changed.
  • Benchmark and guardrail checker.
  1. Emit behavior delta summary.
  • Explicitly classify changes as breaking or non-breaking.

Output Contract

Return sections in this order:

  1. Changed router/OOD surfaces
  2. Invariants checked
  3. Validation commands and results
  4. Performance gate results (or skip reason)
  5. Breaking/non-breaking classification
  6. Residual risk notes

References

  • Read references/router-guardrails.md for invariants and command matrix.

majiayu000/claude-skill-registry-data/tree/main/quality/aads-router-ood-guardrails commit a930c9ff77

Browse category

Frequently asked questions

npx skillmds add majiayu000/aads-router-ood-guardrails